Digital Library


Search: "[ keyword: Attention ]" (15)
    De Novo Drug Design Using Self-Attention Based Variational Autoencoder
    Piao Shengmin, Jonghwan Choi, Sangmin Seo, Kyeonghun Kim, Sanghyun Park KIPS Transactions on Software and Data Engineering, Vol. 11, No. 1, pp. 11-18, Jan. 2022
    https://doi.org/10.3745/KTSDE.2022.11.1.11  
    Keywords: De Novo Drug Design, SMILES, Deep Learning, self-attention, Variational AutoEncoder


    Sentence Recommendation Using Beam Search in a Military Intelligent Image Analysis System
    Hyung-Sun Na, Tae-Hyeon Jeon, Hyung-Seok Kang, Jinhyun Ahn, Dong-Hyuk Im KIPS Transactions on Software and Data Engineering, Vol. 10, No. 11, pp. 521-528, Nov. 2021
    https://doi.org/10.3745/KTSDE.2021.10.11.521
    Keywords: NLP, Beam Search, Military, Seq2seq, Attention Mechanism


    Distracted Driver Detection and Characteristic Area Localization by Combining CAM-Based Hierarchical and Horizontal Classification Models
    Sooyeon Go, Yeongwoo Choi KIPS Transactions on Software and Data Engineering, Vol. 10, No. 11, pp. 439-448, Nov. 2021
    https://doi.org/10.3745/KTSDE.2021.10.11.439  
    Keywords: Distracted Driver Detection, Convolutional neural networks, Class Activation Maps, Attention Area Localization


    Korean Dependency Parsing Using Stack-Pointer Networksand Subtree Information
    Yong-Seok Choi, Kong Joo Lee KIPS Transactions on Software and Data Engineering, Vol. 10, No. 6, pp. 235-242, Jun. 2021
    https://doi.org/10.3745/KTSDE.2021.10.6.235  
    Keywords: Stack-Pointer Networks, Korean Dependency Parser, Graph Attention Networks, Subtree, Pre-trained Word RepresentationModel, Everyone’s Corpus


    LVLN: A Landmark-Based Deep Neural Network Model for Vision-and-Language Navigation
    Jisu Hwang, Incheol Kim KIPS Transactions on Software and Data Engineering, Vol. 8, No. 9, pp. 379-390, Sep. 2019
    https://doi.org/10.3745/KTSDE.2019.8.9.379
    Keywords: Vision-and-Language Navigation, deep neural network, Landmark, Attention, Progress Monitor